Neurology

Latest AI and machine learning research in neurology for healthcare professionals.

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A review of multimodal fusion-based deep learning for Alzheimer's disease.

Alzheimer's Disease (AD) as one of the most prevalent neurodegenerative disorders worldwide, charact...

(1)
Apr 2025 40286904
perfDSA: Automatic Perfusion Imaging in Cerebral Digital Subtraction Angiography.

PURPOSE: Cerebral digital subtraction angiography (DSA) is a standard imaging technique in image-gui...

Apr 2025 40272658
EEG-based epilepsy detection using CNN-SVM and DNN-SVM with feature dimensionality reduction by PCA.

This study focuses on epilepsy detection using hybrid CNN-SVM and DNN-SVM models, combined with feat...

(1)
Apr 2025 40274853
SS-EMERGE - self-supervised enhancement for multidimension emotion recognition using GNNs for EEG.

Self-supervised learning (SSL) is a potent method for leveraging unlabelled data. Nonetheless, EEG s...

(1)
Apr 2025 40274925
Decoding of lexical items and grammatical features in EEG: A cross-linguistic study.

Diverse evidence supports the theory that bilingual language users have language-invariant represent...

Apr 2025 40280403
Predictive Analysis of Amyotrophic Lateral Sclerosis Progression and Mortality in a Clinic Cohort From Singapore.

INTRODUCTION: There is currently no comprehensive Amyotrophic Lateral Sclerosis (ALS) patient databa...

Apr 2025 40265300
Burnout Among Physicians Treating Patients with Multiple Sclerosis in the United States: A Podcast.

Physician burnout, a growing crisis in the healthcare system of the United States of America (USA), ...

Apr 2025 40268820
Challenges and Opportunities: Nanomaterials in Epilepsy Diagnosis.

Epilepsy is a common neurological disorder characterized by a significant rate of disability. Accura...

(2)
Apr 2025 40266286
HATNet: EEG-Based Hybrid Attention Transfer Learning Network for Train Driver State Detection.

Electroencephalography (EEG) is widely utilized for train driver state detection due to its high acc...

Apr 2025 40031577
Dynamic Hierarchical Convolutional Attention Network for Recognizing Motor Imagery Intention.

The neural activity patterns of localized brain regions are crucial for recognizing brain intentions...

(2)
Apr 2025 40131750
AdamGraph: Adaptive Attention-Modulated Graph Network for EEG Emotion Recognition.

The underlying time-variant and subject-specific brain dynamics lead to inconsistent distributions i...

(1)
Apr 2025 40146643
Torg-Pavlov ratio qualification to diagnose developmental cervical spinal stenosis based on HRViT neural network.

BACKGROUND: Developing computer-assisted methods to measure the Torg-Pavlov ratio (TPR), defined as ...

(3)
Apr 2025 40269821
Integrating WGCNA and SVM-RFE identifies hub molecular biomarkers driving ischemic stroke progression.

BACKGROUND: Stroke is the second most common cause of death worldwide and the leading cause of long-...

Apr 2025 40263690
Radiomics-based analysis of choroid plexus abnormalities in neuromyelitis optica spectrum disorders and multiple sclerosis and their clinical implications.

BACKGROUND: The choroid plexus (CP) is closely linked to inflammation in multiple sclerosis (MS). Wh...

Apr 2025 40306094
Cerebrospinal fluid inflammatory cytokines as prognostic indicators for cognitive decline across Alzheimer's disease spectrum.

BackgroundNeuroinflammation actively contributes to the pathophysiology of Alzheimer's disease (AD);...

Apr 2025 40262111
Post-stroke spontaneous motor recovery in mice can be predicted from acute-phase local field potential using machine learning.

Stroke remains a leading cause of long-term disability, underscoring the urgent need for effective p...

(1)
Apr 2025 40270920
The clinical significance of an AI-based assumption model for neurocognitive diseases using a novel dual-task system.

Dual-task composed of gait or stepping tasks combined with cognitive tasks has been well-established...

Apr 2025 40263361
Revolutionizing Alzheimer's disease detection with a cutting-edge CAPCBAM deep learning framework.

Early and accurate diagnosis of Alzheimer's disease (AD) is crucial for effective treatment. While t...

Apr 2025 40263406
A wearable ankle-assisted robot for improving gait function and pattern in stroke patients.

BACKGROUND: Hemiplegic gait after a stroke can result in a decreased gait speed and asymmetrical gai...

Apr 2025 40264191
A Multimodal Approach for Early Identification of Mild Cognitive Impairment and Alzheimer's Disease With Fusion Network Using Eye Movements and Speech.

Detecting Alzheimer's disease (AD) in its earliest stages, particularly during an onset of Mild Cogn...

(2)
Apr 2025 40232896
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